A Proteomics and Transcriptomics Approach to Identify Leukemic Stem Cell (LSC) Markers

被引:74
作者
Bonardi, Francesco [1 ]
Fusetti, Fabrizia [2 ,3 ]
Deelen, Patrick [1 ]
van Gosliga, Djoke [1 ]
Vellenga, Edo [1 ]
Schuringa, Jan Jacob [1 ]
机构
[1] Univ Groningen, Univ Med Ctr Groningen, Dept Expt Hematol, NL-9700 RB Groningen, Netherlands
[2] Univ Groningen, Dept Biochem, NL-9747 AG Groningen, Netherlands
[3] Univ Groningen, Netherlands Prote Ctr, Groningen Biol Sci & Biotechnol Inst, NL-9747 AG Groningen, Netherlands
关键词
ACUTE MYELOID-LEUKEMIA; SPECTROMETRY-BASED PROTEOMICS; HUMAN HEMATOPOIETIC STEM; RECEPTOR-ALPHA CHAIN; SELF-RENEWAL; EXPRESSION; FLT3; IDENTIFICATION; TARGET; PLASMA;
D O I
10.1074/mcp.M112.021931
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Interactions between hematopoietic stem cells and their niche are mediated by proteins within the plasma membrane (PM) and changes in these interactions might alter hematopoietic stem cell fate and ultimately result in acute myeloid leukemia (AML). Here, using nano-LC/MS/MS, we set out to analyze the PM profile of two leukemia patient samples. We identified 867 and 610 unique CD34(+) PM (-associated) proteins in these AML samples respectively, including previously described proteins such as CD47, CD44, CD135, CD96, and ITGA5, but also novel ones like CD82, CD97, CD99, PTH2R, ESAM, MET, and ITGA6. Further validation by flow cytometry and functional studies indicated that long-term self-renewing leukemic stem cells reside within the CD34(+)/ITGA6(+) fraction, at least in a subset of AML cases. Furthermore, we combined proteomics with transcriptomics approaches using a large panel of AML CD34(+) (n = 60) and normal bone marrow CD34(+) (n = 40) samples. Thus, we identified eight subgroups of AML patients based on their specific PM expression profile. GSEA analysis revealed that these eight subgroups are enriched for specific cellular processes. Molecular & Cellular Proteomics 12: 10.1074/mcp.M112.021931, 626-637, 2013.
引用
收藏
页码:626 / 637
页数:12
相关论文
共 61 条
[31]  
Klimmeck D., 2012, MOL CELL PROTEOMICS
[32]   Biology of hematopoietic stem cells and progenitors: Implications for clinical application [J].
Kondo, M ;
Wagers, AJ ;
Manz, MG ;
Prohaska, SS ;
Scherer, DC ;
Beilhack, GE ;
Shizuru, JA ;
Weissman, IL .
ANNUAL REVIEW OF IMMUNOLOGY, 2003, 21 :759-806
[33]   Controlling the number of false discoveries: application to high-dimensional genomic data [J].
Korn, EL ;
Troendle, JF ;
McShane, LM ;
Simon, R .
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2004, 124 (02) :379-398
[34]   A CELL INITIATING HUMAN ACUTE MYELOID-LEUKEMIA AFTER TRANSPLANTATION INTO SCID MICE [J].
LAPIDOT, T ;
SIRARD, C ;
VORMOOR, J ;
MURDOCH, B ;
HOANG, T ;
CACERESCORTES, J ;
MINDEN, M ;
PATERSON, B ;
CALIGIURI, MA ;
DICK, JE .
NATURE, 1994, 367 (6464) :645-648
[35]   Bone marrow homing and engraftment of human hematopoietic stem and progenitor cells is mediated by a polarized membrane domain [J].
Larochelle, Andre ;
Gillette, Jennifer M. ;
Desmond, Ronan ;
Ichwan, Brian ;
Cantilena, Amy ;
Cerf, Alexandra ;
Barrett, A. John ;
Wayne, Alan S. ;
Lippincott-Schwartz, Jennifer ;
Dunbar, Cynthia E. .
BLOOD, 2012, 119 (08) :1848-1855
[36]   Medical progress -: Acute myeloid leukemia [J].
Löwenberg, B ;
Downing, JR ;
Burnett, A .
NEW ENGLAND JOURNAL OF MEDICINE, 1999, 341 (14) :1051-1062
[37]   Efficient Isolation and Quantitative Proteomic Analysis of Cancer Cell Plasma Membrane Proteins for Identification of Metastasis-Associated Cell Surface Markers [J].
Lund, Rikke ;
Leth-Larsen, Rikke ;
Jensen, Ole N. ;
Ditzel, Henrik J. .
JOURNAL OF PROTEOME RESEARCH, 2009, 8 (06) :3078-3090
[38]   CD47 Is an Adverse Prognostic Factor and Therapeutic Antibody Target on Human Acute Myeloid Leukemia Stem Cells [J].
Majeti, Ravindra ;
Chao, Mark P. ;
Alizadeh, Ash A. ;
Pang, Wendy W. ;
Jaiswal, Siddhartha ;
Gibbs, Kenneth D., Jr. ;
van Rooijen, Nico ;
Weissman, Irving L. .
CELL, 2009, 138 (02) :286-299
[39]   An 86-probe-set gene-expression signature predicts survival in cytogenetically normal acute myeloid leukemia [J].
Metzeler, Klaus H. ;
Hummel, Manuela ;
Bloomfield, Clara D. ;
Spiekermann, Karsten ;
Braess, Jan ;
Sauerland, Maria-Cristina ;
Heinecke, Achim ;
Radmacher, Michael ;
Marcucci, Guido ;
Whitman, Susan P. ;
Maharry, Kati ;
Paschka, Peter ;
Larson, Richard A. ;
Berdel, Wolfgang E. ;
Buerchner, Thomas ;
Woermann, Bernhard ;
Mansmann, Ulrich ;
Hiddemann, Wolfgang ;
Bohlander, Stefan K. ;
Buske, Christian .
BLOOD, 2008, 112 (10) :4193-4201
[40]   An exclusion list based label-free proteome quantification approach using an LTQ Orbitrap [J].
Muntel, Jan ;
Hecker, Michael ;
Becher, Doerte .
RAPID COMMUNICATIONS IN MASS SPECTROMETRY, 2012, 26 (06) :701-709